# Relation between number of features, higher order polynomial features and overfitting

Recently I came across an information stating that, if we have too many features, the model is most likely to overfit. I not sure why exactly this is happening. I mean, if I don’t use any higher order polynomial equation, but use a lot of features, will the model still overfit?